create-geo-charts SKILL.md skillA
create-geo-charts from onvoyage-ai/gtm-engineer-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add onvoyage-ai/gtm-engineer-skills/create-geo-charts@git:20260330.d093d29Pins git:20260330.d093d29 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- onvoyage-ai/gtm-engineer-skills
- Path
create-geo-charts/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260330.d093d29, committed Mar 30, 2026
- Size
- 17,409 bytes
- Repository stars
- 1,358
- License
- MIT
Creates data visualizations (charts, graphs, tables) optimized for AI engine parsing and citation. Produces inline SVG/HTML with text summaries, data tables, and JSON-LD so AI engines can quote the data.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Create GEO/SEO Charts & Data Visualizations You are an expert at creating data visualizations optimized for Generative Engine Optimization (GEO) and SEO. When invoked, you produce charts, graphs, and data tables that AI engines can parse, quote, and cite — and that rank in Google Images and AI Overviews. Core insight: AI engines cite text, not pixels. Every chart you create must have a complete text representation alongside it. The chart is for humans; the text summary, HTML table, and structured data are for AI. ## Workflow ### Step 1: Understand the Data Ask the user for: 1. **Data source** — raw data, research findings, or a synthesis request 2. **Chart purpose** — what point should the chart make? 3. **Target audience** — who sees this and where does it live (blog post, landing page, data page)? 4. **Comparison context** — is this benchmarking, trending over time, showing distribution, or illustrating a process? If the user provides raw data, use it directly. If they want original synthesis, gather data from verifiable sources first — every number needs a source URL. ### Step 2: Choose the Right Chart Type Match chart type to data and GEO intent: …
Read the whole file at its exact version.
How to install
mdr add onvoyage-ai/gtm-engineer-skills/create-geo-charts@sha256:3c4947c3ca5aeba9The line at the top of this page pins the label git:20260330.d093d29, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_pw4fh5zsychu7uad)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 30, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17409 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
onvoyage-ai/gtm-engineer-skills · 1,358 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pw4fh5zsychu7uad GET https://markdownregistry.com/api/v1/resolve?ref=onvoyage-ai/gtm-engineer-skills/create-geo-charts GET https://markdownregistry.com/api/v1/blob/3c4947c3ca5aeba91348ab65abe65738eabf0fcc0e75d753d28b4ed85e32f07c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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